Lausanne · IA · infra sécurisée · formation continue

IA appliquée / Angewandte KI / IA applicata / Applied AI Systèmes critiques / Kritische Systeme / Sistemi critici / Critical Systems

Conseil senior depuis Lausanne pour transformer des sujets complexes en logiciel qui tient: agents LLM, architecture durcie, Nix, Zammad, Rust, audits cyber et formation continue. Peu de théâtre. Des choix nets, du code, des preuves.

Senior-Beratung aus Lausanne für anspruchsvolle Softwaresysteme: LLM-Agenten, gehärtete Architektur, Nix, Zammad, Rust, Cyber-Audits und Weiterbildung. Weniger Theater. Klare Entscheide, Code, belastbare Ergebnisse.

Consulenza senior da Losanna per sistemi software esigenti: agenti LLM, architetture robuste, Nix, Zammad, Rust, audit cyber e formazione continua. Meno scena. Scelte chiare, codice, risultati verificabili.

Senior advisory from Lausanne for demanding software systems: LLM agents, hardened architecture, Nix, Zammad, Rust, cyber audits, and technical training. Less theater. Clear choices, code, proof.

10+ ans en systèmes de production / Jahre Produktion / anni produzione / years production
25+ formations livrées / Schulungen / corsi / trainings
GF(2^16) bas niveau / Low-Level / basso livello / low-level
LLM agents, RAG, évaluation / Bewertung / valutazione / evaluation

Offre

Mandats / Mandate / Mandati / Engagements

Un profil hybride: ingénieur Mines, builder full-stack, CTO terrain, formateur, recruteur technique et architecte sécurité.

Ein hybrides Profil: Mines-Ingenieur, Full-Stack-Builder, pragmatischer CTO, Trainer, technischer Recruiter und Security-Architekt.

Un profilo ibrido: ingegnere Mines, builder full-stack, CTO operativo, formatore, recruiter tecnico e architetto sicurezza.

A hybrid profile: Mines engineer, full-stack builder, hands-on CTO, trainer, technical recruiter, and security architect.

01

IA produit / Produkt-KI / IA prodotto / Product AI

Agents, RAG, prompt engineering, evaluation harnesses et LLM au cœur de la valeur produit, pas en décoration.

Agenten, RAG, Prompt Engineering, Evaluation Harnesses und LLM als Produktwert, nicht als Dekoration.

Agenti, RAG, prompt engineering, evaluation harness e LLM nel valore del prodotto, non come decorazione.

Agents, RAG, prompt engineering, evaluation harnesses, and LLMs as product value, not decoration.

RAG agents evals local LLM

02

Infra sûre / Sichere Infra / Infra sicura / Secure Infra

Nix flakes, Terraform, sops, WireGuard, SSO, bastion SSH, contrôle egress et runbooks lisibles.

Nix Flakes, Terraform, sops, WireGuard, SSO, SSH-Bastion, Egress-Kontrolle und lesbare Runbooks.

Nix flakes, Terraform, sops, WireGuard, SSO, bastion SSH, controllo egress e runbook leggibili.

Nix flakes, Terraform, sops, WireGuard, SSO, SSH bastions, egress control, and readable runbooks.

Nix Terraform WireGuard sops

03

Logiciel ouvert / Open Source / Open source / Open Source

Rust avec contribution Tauri, Ruby on Rails sur Zammad, intégrations métier et maintenance de code existant.

Rust mit Tauri-Beitrag, Ruby on Rails auf Zammad, Fachintegrationen und Pflege bestehender Codebasen.

Rust con contributo a Tauri, Ruby on Rails su Zammad, integrazioni métier e manutenzione di codice esistente.

Rust with Tauri contribution, Ruby on Rails on Zammad, business integrations, and existing-code stewardship.

Rust Tauri Rails Zammad

04

Bas niveau / Low-Level / Basso livello / Low-Level

C, stockage redondant, adaptation zfec de GF(2^8) vers GF(2^16), mémoire, performance et comportement réel.

C, redundanter Speicher, zfec-Anpassung von GF(2^8) auf GF(2^16), Speicher, Performance und echtes Laufzeitverhalten.

C, storage ridondante, adattamento zfec da GF(2^8) a GF(2^16), memoria, performance e comportamento reale.

C, redundant storage, zfec adaptation from GF(2^8) to GF(2^16), memory, performance, and real runtime behavior.

C GF(2^16) storage resilience

05

Audit cyber / Cyber-Audit / Audit cyber / Cyber Audit

Threat modeling, audits sécurité, formations cyber, revues crypto et stratégies de secours pour actifs sensibles.

Threat Modeling, Security Audits, Cyber-Schulungen, Crypto Reviews und Fallback-Strategien für sensible Assets.

Threat modeling, audit di sicurezza, formazione cyber, review crypto e strategie di fallback per asset sensibili.

Threat modeling, security audits, cyber training, crypto reviews, and fallback strategies for sensitive assets.

threat model crypto Ethereum training

06

Équipes / Teams / Squadre / Teams

Commercial, partenariat écoles, recrutement, coach agile, CTO de terrain et montée en compétence de juniors.

Business Development, Hochschulpartnerschaften, Recruiting, Agile Coaching, Hands-on CTO und Junior Enablement.

Business development, partnership scuole, recruiting, coaching agile, CTO operativo e crescita dei junior.

Business development, school partnerships, recruiting, agile coaching, hands-on CTO work, and junior enablement.

CTO recrutement training delivery

Trajectoire

Preuves / Belege / Prove / Proof

Le fil conducteur: livrer sous contrainte, puis transmettre ce qui permet aux équipes de garder la main.

Der rote Faden: unter Druck liefern und das Wissen so übergeben, dass Teams selbständig bleiben.

Il filo conduttore: consegnare sotto vincolo e trasferire ciò che rende i team autonomi.

The through-line: deliver under constraints, then transfer what lets teams keep control.

Mines Saint-Étienne · ICM

Ingénieur / Ingenieur / Ingegnere / Engineer

Généraliste, puis IT/Data Science, avec cursus en Chine en ITS, sécurité et data viz, puis spécialisation Data Science en France.

Generalist, dann IT/Data Science, mit Studienphase in China zu ITS, Security und Data Viz, danach Data-Science-Spezialisierung in Frankreich.

Generalista, poi IT/Data Science, con percorso in Cina su ITS, security e data viz, poi specializzazione Data Science in Francia.

Generalist, then IT/Data Science, with China coursework in ITS, security, and data viz, followed by Data Science specialization in France.

2026
Extra Mile Code · CEO

Boutique AI-native: leadership technique, delivery senior, recrutement et systèmes sur mesure.

AI-native Boutique: technische Führung, Senior Delivery, Recruiting und massgeschneiderte Systeme.

Boutique AI-native: leadership tecnico, delivery senior, recruiting e sistemi su misura.

AI-native boutique: technical leadership, senior delivery, recruiting, and bespoke systems.

2023-2026
GentlAI · CEO / produit IA

Produits et outils centrés LLM, prompt engineering, automatisation et assistance experte.

LLM-zentrierte Produkte und Tools, Prompt Engineering, Automatisierung und Expertenassistenz.

Prodotti e strumenti centrati su LLM, prompt engineering, automazione e assistenza esperta.

LLM-centered products and tools, prompt engineering, automation, and expert assistance.

2019-2023
Activus · Responsable Technique IDF

R&D deep learning, knowledge graph, Data Center, Office 365, Power Automate, React, React Native, recrutement et avant-vente.

Deep-Learning-R&D, Knowledge Graph, Data Center, Office 365, Power Automate, React, React Native, Recruiting und Presales.

R&D deep learning, knowledge graph, Data Center, Office 365, Power Automate, React, React Native, recruiting e presales.

Deep-learning R&D, knowledge graph, data center, Office 365, Power Automate, React, React Native, recruiting, and presales.

2017-2018
Airbus · DevOps / Data Analyst / Tech Lead

Automatisation réseau: Splunk, Python, Ansible, Kubernetes, Jenkins, StackStorm, Terraform et compliance Wi-Fi.

Netzwerkautomatisierung: Splunk, Python, Ansible, Kubernetes, Jenkins, StackStorm, Terraform und Wi-Fi Compliance.

Automazione rete: Splunk, Python, Ansible, Kubernetes, Jenkins, StackStorm, Terraform e compliance Wi-Fi.

Network automation: Splunk, Python, Ansible, Kubernetes, Jenkins, StackStorm, Terraform, and Wi-Fi compliance.

2015-2017
R&D supervision prédictive / Predictive supervision

Projet CIR avec une vingtaine de personnes: data science, acquisition réseau, UI modulaire, Java Spring, Angular, D3, Hadoop.

CIR-R&D mit rund zwanzig Personen: Data Science, Netzwerkakquise, modulare UI, Java Spring, Angular, D3, Hadoop.

R&D CIR con circa venti persone: data science, acquisizione rete, UI modulare, Java Spring, Angular, D3, Hadoop.

R&D tax-credit project with about twenty people: data science, network acquisition, modular UI, Java Spring, Angular, D3, Hadoop.

Technique

Pile technique / Tech-Stack / Stack tecnico / Stack

Une charpente large, mais pas floue: chaque couche sert la livraison, la sécurité et la reprise en main.

Breit, aber nicht vage: jede Schicht dient Lieferung, Sicherheit und Übergabe.

Ampia, ma non vaga: ogni livello serve delivery, sicurezza e passaggio di mano.

Broad, but not blurry: every layer serves delivery, security, and handoff.

IA & données / KI & Daten / IA & dati / AI & Data

LLM harness RAG agents PyTorch scikit-learn Spark knowledge graph

Infra & sécurité / Infra & Sicherheit / Infra & sicurezza / Infra & Security

Nix flakes Terraform sops WireGuard OAuth / SAML SSH bastion egress gate

Produit web / Webprodukt / Prodotto web / Web Product

Python Django Ruby on Rails Zammad React Angular Node.js

Systèmes / Systeme / Sistemi / Systems

Rust Tauri C Java Spring Kafka RabbitMQ Kubernetes

Audit & crypto / Audit & Krypto / Audit & crypto / Audit & Crypto

cyber audit Ethereum Argent fail-safe threat model training

Mode opératoire

Méthode / Methode / Metodo / Method

Des mandats courts peuvent produire beaucoup quand le cadrage, le code et la documentation avancent ensemble.

Kurze Mandate leisten viel, wenn Scoping, Code und Dokumentation gemeinsam vorankommen.

Mandati brevi rendono molto quando perimetro, codice e documentazione avanzano insieme.

Short engagements can produce a lot when scope, code, and documentation move together.

01

Cadrage / Scoping / Perimetro / Scope

Inventaire des risques, contraintes, vrais utilisateurs et décisions à prendre.

Inventar von Risiken, Grenzen, echten Nutzern und anstehenden Entscheiden.

Inventario di rischi, vincoli, utenti reali e decisioni da prendere.

Inventory of risks, constraints, real users, and decisions to make.

02

Prototype / Prototyp / Prototipo / Prototype

Une tranche verticale: code, infra, sécurité, mesure et démo exploitable.

Ein vertikaler Slice: Code, Infra, Security, Messung und brauchbare Demo.

Una fetta verticale: codice, infra, sicurezza, misura e demo utilizzabile.

A vertical slice: code, infra, security, measurement, and a usable demo.

03

Durcissement / Härtung / Hardening / Hardening

Menaces, secrets, réseau, logs, reprise, coûts et surfaces d'attaque.

Threats, Secrets, Netzwerk, Logs, Recovery, Kosten und Angriffsflächen.

Minacce, segreti, rete, log, recovery, costi e superfici d'attacco.

Threats, secrets, network, logs, recovery, costs, and attack surfaces.

04

Transfert / Übergabe / Passaggio / Handoff

Runbooks, formation, revue de code et décisions documentées pour garder l'autonomie.

Runbooks, Training, Code Review und dokumentierte Entscheide für Autonomie.

Runbook, formazione, code review e decisioni documentate per restare autonomi.

Runbooks, training, code review, and documented decisions to keep autonomy.

Transmission

Formation continue / Weiterbildung / Formazione continua / Training

Format intra-entreprise en Suisse romande, à distance ou en partenariat organisme de formation.

Inhouse in der Romandie, remote oder mit Weiterbildungspartnern.

In azienda nella Svizzera romanda, da remoto o con partner di formazione.

In-house in French-speaking Switzerland, remote, or through training partners.

Python, LLM, sécurité / Python, LLM, Sicherheit / Python, LLM, sicurezza / Python, LLM, Security

Des formations de praticien: assez de théorie pour choisir juste, assez de code pour repartir avec un geste professionnel.

Praktiker-Schulungen: genug Theorie für gute Entscheide, genug Code für professionelles Handeln.

Formazioni da pratico: teoria sufficiente per scegliere bene, codice sufficiente per lavorare davvero.

Practitioner training: enough theory to choose well, enough code to leave with a professional move.

IA appliquée / Angewandte KI / IA applicata / Applied AI Python, deep learning, fine-tuning, RAG, agents, evaluation harnesses.
DevOps & CloudOps / DevOps & CloudOps / DevOps & CloudOps / DevOps & CloudOps Docker, Kubernetes, Ansible, Terraform, CI/CD, observabilité, runbooks.
Sécurité / Sicherheit / Sicurezza / Security Audit, threat modeling, durcissement, secrets, bastion, SSO, incident recovery.

Lausanne

Contact / Kontakt / Contatto / Contact

Pour un audit, une tranche d'architecture, une mission IA ou une formation technique.

Für Audit, Architektur-Slice, KI-Mandat oder technische Weiterbildung.

Per audit, tranche architetturale, mandato IA o formazione tecnica.

For an audit, architecture slice, AI engagement, or technical training.

Disponible / Verfügbar / Disponibile / Available

Basé à Lausanne. Mandats Suisse romande, France, US et remote. Démarrage par note de cadrage courte.

In Lausanne ansässig. Mandate in der Romandie, Frankreich, USA und remote. Start mit kurzem Scoping Memo.

Basato a Losanna. Mandati Svizzera romanda, Francia, US e remote. Avvio con breve nota di perimetro.

Based in Lausanne. French-speaking Switzerland, France, US, and remote engagements. Starts with a short scoping memo.